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09/19/2023
Discrete Audio Representation as an Alternative to Mel-Spectrograms for Speaker and Speech Recognition
Discrete audio representation, aka audio tokenization, has seen renewed ...
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09/18/2023
Investigating End-to-End ASR Architectures for Long Form Audio Transcription
This paper presents an overview and evaluation of some of the end-to-end...
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09/11/2023
Enhancing Speaker Diarization with Large Language Models: A Contextual Beam Search Approach
Large language models (LLMs) have shown great promise for capturing cont...
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07/13/2023
Leveraging Pretrained ASR Encoders for Effective and Efficient End-to-End Speech Intent Classification and Slot Filling
We study speech intent classification and slot filling (SICSF) by propos...
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10/27/2022
AmberNet: A Compact End-to-End Model for Spoken Language Identification
We present AmberNet, a compact end-to-end neural network for Spoken Lang...
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03/30/2022
Multi-scale Speaker Diarization with Dynamic Scale Weighting
Speaker diarization systems are challenged by a trade-off between the te...
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07/22/2021
CarneliNet: Neural Mixture Model for Automatic Speech Recognition
End-to-end automatic speech recognition systems have achieved great accu...
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04/05/2021